Tag: next
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Next-Depth Lookahead Tree
Next-Depth Lookahead Tree arXiv:2509.15143v1 Announce Type: new Abstract: This paper proposes the Next-Depth Lookahead Tree (NDLT), a single-tree model designed to improve performance by evaluating node splits not only at the node being optimized but also by evaluating the quality of the next depth level. Jaeho Lee, Kangjin Kim, Gyeong Taek Lee Go to original…
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Work Data Is the Next Frontier for GenAI
Work Data Is the Next Frontier for GenAI 9 reasons why work data is the single most valuable data source for LLM training, uniquely capable of propelling LLM performance to unprecedented heights. The post Work Data Is the Next Frontier for GenAI appeared first on Towards Data Science. Zsombor Varnagy-Toth Go to original source
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Taking ResNet to the Next Level
Taking ResNet to the Next Level Understanding how ResNeXt improves upon ResNet, with a comprehensive PyTorch implementation guide The post Taking ResNet to the Next Level appeared first on Towards Data Science. Muhammad Ardi Go to original source
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On the emergence of numerical instabilities in Next Generation Reservoir Computing
On the emergence of numerical instabilities in Next Generation Reservoir Computing arXiv:2505.00846v1 Announce Type: new Abstract: Next Generation Reservoir Computing (NGRC) is a low-cost machine learning method for forecasting chaotic time series from data. However, ensuring the dynamical stability of NGRC models during autonomous prediction remains a challenge. In this work, we uncover a key…